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On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement

In recent years, supervised approaches using deep neural networks (DNNs) have become the mainstream for speech enhancement. It has been established that DNNs generalize well to untrained noises and speakers if trained using a large number of noises and speakers. However, we find that DNNs fail to ge...

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Detalhes bibliográficos
Publicado no:IEEE/ACM Trans Audio Speech Lang Process
Principais autores: Pandey, Ashutosh, Wang, DeLiang
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7971413/
https://ncbi.nlm.nih.gov/pubmed/33748327
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/taslp.2020.3016487
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